| 2025 | GLOBECOM | BatteryFL: Battery-Aware Federated Learning. | Andrea Augello, Priyesh Ranjan, Ashish Gupta, Federico Cor, Giuseppe Lo Re, Sajal K. Das |
| 2025 | MASS | Energy-Efficient Split Learning for Resource-Constrained Environments: A Smart Farming Solution. | Keiwan Soltani, Vishesh Kumar Tanwar, Ashish Gupta, Sajal K. Das |
| 2025 | SmartComp | Securing Federated Learning from Distributed Backdoor Attacks via Maximal Clique and Dynamic Reputation System. | Priyesh Ranjan, Ashish Gupta, Sajal K. Das |
| 2024 | CVPR | NurtureNet: A Multi-task Video-based Approach for Newborn Anthropometry. | Yash Khandelwal, Mayur Arvind, Sriram Kumar, Ashish Gupta, Sachin Kumar Danisetty, Piyush Bagad, Anish Madan, Mayank Lunayach, Aditya Annavajjala, Abhishek Maiti, Sansiddh Jain, Aman Dalmia, Namrata Deka, Jerome White, Jigar Doshi, Angjoo Kanazawa, Rahul Panicker, Alpan Raval, Srinivas Rana, Makarand Tapaswi |
| 2024 | ECAI | Tackling Selfish Clients in Federated Learning. | Andrea Augello, Ashish Gupta, Giuseppe Lo Re, Sajal K. Das |
| 2023 | CogSci | Do men and women process happy and sad music alike. | Ashish Gupta, Chandan Kumar Srivastava, Braj Bhushan, Laxmidhar Behera |
| 2023 | ECAI | Is Performance Fairness Achievable in Presence of Attackers Under Federated Learning? | Ashish Gupta, George Markowsky, Sajal K. Das |
| 2023 | ICDE | Preserving Privacy in Image Database through Bit-planes Obfuscation. | Vishesh Kumar Tanwar, Ashish Gupta, Sanjay Madria, Sajal K. Das |
| 2023 | INFOCOM | Robust Federated Learning against Backdoor Attackers. | Priyesh Ranjan, Ashish Gupta, Federico Coro, Sajal K. Das |
| 2023 | ICRA | Pose Quality Prediction for Vision Guided Robotic Shoulder Arthroplasty. | Morgan Windsor, Jing Peng, Ashish Gupta, Peter Pivonka, Michael J. Milford |
| 2022 | COLING | A Novel Multi-Task Learning Approach for Context-Sensitive Compound Type Identification in Sanskrit. | Jivnesh Sandhan, Ashish Gupta, Hrishikesh Terdalkar, Tushar Sandhan, Suvendu Samanta, Laxmidhar Behera, Pawan Goyal |
| 2022 | ESORICS | Long-Short History of Gradients Is All You Need: Detecting Malicious and Unreliable Clients in Federated Learning. | Ashish Gupta, Tie Luo, Mao V. Ngo, Sajal K. Das |
| 2022 | GLOBECOM | Securing Federated Learning against Overwhelming Collusive Attackers. | Priyesh Ranjan, Ashish Gupta, Federico Coro, Sajal K. Das |
| 2022 | INFOCOM | Leveraging Spanning Tree to Detect Colluding Attackers in Federated Learning. | Priyesh Ranjan, Federico Cor, Ashish Gupta, Sajal K. Das |
| 2021 | ICDCN | Early Classification Approaches for Sensors Generated Multivariate Time Series with Different Challenges. | Ashish Gupta, Hari Prabhat Gupta, Bhaskar Biswas |
| 2021 | INFOCOM | A Deep Learning based Traffic Flow Classification with Just a Few Packets. | Ashish Gupta, Hari Prabhat Gupta, Tanima Dutta |
| 2021 | Networking | Towards Identifying Internet Applications Using Early Classification of Traffic Flow. | Ashish Gupta, Hari Prabhat Gupta, Tanima Dutta |
| 2020 | KDD | Learning with Limited Labels via Momentum Damped & Differentially Weighted Optimization. | Rishabh Mehrotra, Ashish Gupta |
| 2020 | SENSYS | Towards Identifying Alien Appliances using Semantic Information. | Ashish Gupta, Hari Prabhat Gupta, Tanima Dutta, Sajal K. Das |
| 2019 | SECON | Early Classification Approach for Multivariate Time Series using Sensors of Different Sampling Rate. | Ashish Gupta, Hari Prabhat Gupta, Tanima Dutta |
| 2016 | HCI | Automatic Imagery Data Analysis for Diagnosing Human Factors in the Outage of a Nuclear Plant. | Pingbo Tang, Cheng Zhang, Alper Yilmaz, Nancy J. Cooke, Ronald Laurids Boring, Allan Chasey, Timothy Vaughn, Samuel Jones, Ashish Gupta, Verica Buchanan |
| 2016 | KDD | Streaming Analytics. | Ashish Gupta, Neera Agarwal |
| 2016 | USENIX | SLIK: Scalable Low-Latency Indexes for a Key-Value Store. | Ankita Kejriwal, Arjun Gopalan, Ashish Gupta, Zhihao Jia, Stephen Yang, John K. Ousterhout |
| 2014 | ESEM | Mining energy traces to aid in software development: an empirical case study. | Ashish Gupta, Thomas Zimmermann, Christian Bird, Nachiappan Nagappan, Thirumalesh Bhat, Syed Emran |
| 2013 | ASPDAC | Compact nonlinear thermal modeling of packaged integrated systems. | Zao Liu, Sheldon X.-D. Tan, Hai Wang, Sahana Swarup, Ashish Gupta |
| 2013 | ICML | Natural Image Bases to Represent Neuroimaging Data. | Ashish Gupta, Murat Ayhan, Anthony Maida |
| 2013 | WSC | Improving services in outdoor patient departments by focusing on process parameters: A simulation approach. | Sanjay Verma, Ashish Gupta |
| 2013 | SIGMOD | Photon: fault-tolerant and scalable joining of continuous data streams. | Rajagopal Ananthanarayanan, Venkatesh Basker, Sumit Das, Ashish Gupta, Haifeng Jiang, Tianhao Qiu, Alexey Reznichenko, Deomid Ryabkov, Manpreet Singh, Shivakumar Venkataraman |
| 2012 | DATE | Runtime power estimator calibration for high-performance microprocessors. | Hai Wang, Sheldon X.-D. Tan, Xuexin Liu, Ashish Gupta |
| 2012 | ICIP | Fuzzy encoding for image classification using Gustafson-Kessel algorithm. | Ashish Gupta, Richard Bowden |
| 2011 | COMAD | Minimally Infrequent Itemset Mining using Pattern-Growth Paradigm and Residual Trees. | Ashish Gupta, Akshay Mittal, Arnab Bhattacharya |
| 2011 | ICCAD | Full-chip runtime error-tolerant thermal estimation and prediction for practical thermal management. | Hai Wang, Sheldon X.-D. Tan, Guangdeng Liao, Rafael Quintanilla, Ashish Gupta |
| 2009 | MOMM | Designing self-adaptive websites using online hotlink assignment algorithm. | Poonam Goyal, Navneet Goyal, Ashish Gupta, T. S. Rahul |
| 2009 | Networking | Experimental Study: Link Quality and Deployment Issues in Wireless Sensor Networks. | Monique Becker, Andr-Luc Beylot, Riadh Dhaou, Ashish Gupta, Rahim Kacimi, Michel Marot |
| 2007 | IJCAI | A Dual-Pathway Neural Network Model of Control Relinquishment in Motor Skill Learning. | Ashish Gupta, David C. Noelle |
| 2006 | ICASSP | MAP Detection of Nonlinearly Distorted OFDM Signals. | Ashish Gupta, Jekaterina Reeder, Ali Behravan, Thomas Eriksson |
| 2006 | INFOCOM | Reverse Hashing for High-Speed Network Monitoring: Algorithms, Evaluation, and Applications. | Robert T. Schweller, Zhichun Li, Yan Chen, Yan Gao, Ashish Gupta, Yin Zhang, Peter A. Dinda, Ming-Yang Kao, Gokhan Memik |
| 2006 | IWCMC | Resolving islands of security problem for DNSSEC. | Eunjong Kim, Ashish Gupta, Batsukh Tsendjav, Daniel Massey |
| 2005 | HPDC | Increasing application performance in virtual environments through run-time inference and adaptation. | Ananth I. Sundararaj, Ashish Gupta, Peter A. Dinda |
| 2005 | ICIS | E-Mail Management: A Techno-Managerial Research Perspective. | Ramesh Sharda, Nicolas Ducheneaut, J. Leon Zhao, Ashish Gupta, Ron Weber |
| 2005 | SENSYS | Claytronics: highly scalable communications, sensing, and actuation networks. | Burak Aksak, Preethi Srinivas Bhat, Jason Campbell, Michael DeRosa, Stanislav Funiak, Phillip B. Gibbons, Seth Copen Goldstein, Carlos Guestrin, Ashish Gupta, Casey Helfrich, James F. Hoburg, Brian T. Kirby, James Kuffner, Peter Lee, Todd C. Mowry, Padmanabhan Pillai, Ram Ravichandran, Benjamin D. Rister, Srinivasan Seshan, Metin Sitti, Haifeng Yu |
| 2004 | HPDC | Measuring and Understanding User Comfort With Resource Borrowing. | Ashish Gupta, Bin Lin, Peter A. Dinda |
| 2004 | IMC | Reversible sketches for efficient and accurate change detection over network data streams. | Robert T. Schweller, Ashish Gupta, Elliot Parsons, Yan Chen |
| 2004 | JSSPP | Inferring the Topology and Traffic Load of Parallel Programs Running in a Virtual Machine Environment. | Ashish Gupta, Peter A. Dinda |
| 2001 | CCGRID | A Protocol for Load Sharing among a Cluster of Heterogeneous Unix Workstations. | Deepak Gupta, Ashish Gupta, Sushil K. Agrawal, Vikas Agarwal, Pradip Bepari |
| 2001 | ICLP | X-tegration - Some Cross-Enterprise Thoughts. | Ashish Gupta |
| 2000 | PODS | Entrepreneurship for Information Systems Researchers (Abstract of Invited Tutorial). | Ashish Gupta |
| 1998 | ICDE | Junglee: Integrating Data of All Shapes and Sizes. | Ashish Gupta |
| 1998 | ICDE | Virtual Database Technology. | Ashish Gupta, Venky Harinarayan, Anand Rajaraman |
| 1997 | ICDE | Modeling Multidimensional Databases. | Rakesh Agrawal, Ashish Gupta, Sunita Sarawagi |
| 1996 | EDBT | Data Integration using Self-Maintainable Views. | Ashish Gupta, H. V. Jagadish, Inderpal Singh Mumick |
| 1996 | VLDB | On the Computation of Multidimensional Aggregates. | Sameet Agarwal, Rakesh Agrawal, Prasad Deshpande, Ashish Gupta, Jeffrey F. Naughton, Raghu Ramakrishnan, Sunita Sarawagi |
| 1996 | VLDB | What is the Data Warehousing Problem? (Are Materialized Views the Answer?) | Ashish Gupta, Inderpal Singh Mumick |
| 1995 | ICDT | Optimization Using Tuple Subsumption. | Venky Harinarayan, Ashish Gupta |
| 1995 | SIGMOD | Adapting Materialized Views after Redefinitions. | Ashish Gupta, Inderpal Singh Mumick, Kenneth A. Ross |
| 1995 | VLDB | Aggregate-Query Processing in Data Warehousing Environments. | Ashish Gupta, Venky Harinarayan, Dallan Quass |
| 1994 | PODS | Constraint Checking with Partial Information. | Ashish Gupta, Yehoshua Sagiv, Jeffrey D. Ullman, Jennifer Widom |
| 1993 | CIKM | Distributed Constraint Management for Collaborative Engineering Databases. | Ashish Gupta, Sanjai Tiwari |
| 1993 | SIGMOD | Maintaining Views Incrementally. | Ashish Gupta, Inderpal Singh Mumick, V. S. Subrahmanian |
| 1993 | SIGMOD | Local Verification of Global Integrity Constraints in Distributed Databases. | Ashish Gupta, Jennifer Widom |
| 1992 | PODS | Magic-sets Transformation in Nonrecursive Systems. | Ashish Gupta, Inderpal Singh Mumick |